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| <div class="subTitle">org.apache.ignite.ml.preprocessing.binarization</div> |
| <h2 title="Class BinarizationPreprocessor" class="title">Class BinarizationPreprocessor<span class='angle_bracket'><</span>K,V<span class='angle_bracket'>></span></h2> |
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| <li> |
| <ul class="inheritance"> |
| <li>org.apache.ignite.ml.preprocessing.binarization.BinarizationPreprocessor<span class='angle_bracket'><</span>K,V<span class='angle_bracket'>></span></li> |
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| <dl> |
| <dt><span class="paramLabel">Type Parameters:</span></dt> |
| <dd><code>K</code> - Type of a key in <code>upstream</code> data.</dd> |
| <dd><code>V</code> - Type of a value in <code>upstream</code> data.</dd> |
| </dl> |
| <dl> |
| <dt>All Implemented Interfaces:</dt> |
| <dd><a href="https://docs.oracle.com/javase/8/docs/api/java/io/Serializable.html?is-external=true" title="class or interface in java.io">Serializable</a>, <a href="https://docs.oracle.com/javase/8/docs/api/java/util/function/BiFunction.html?is-external=true" title="class or interface in java.util.function">BiFunction</a><span class='angle_bracket'><</span>K,V,<a href="../../../../../../org/apache/ignite/ml/structures/LabeledVector.html" title="class in org.apache.ignite.ml.structures">LabeledVector</a><span class='angle_bracket'>></span>, <a href="../../../../../../org/apache/ignite/ml/environment/deploy/DeployableObject.html" title="interface in org.apache.ignite.ml.environment.deploy">DeployableObject</a>, <a href="../../../../../../org/apache/ignite/ml/math/functions/IgniteBiFunction.html" title="interface in org.apache.ignite.ml.math.functions">IgniteBiFunction</a><span class='angle_bracket'><</span>K,V,<a href="../../../../../../org/apache/ignite/ml/structures/LabeledVector.html" title="class in org.apache.ignite.ml.structures">LabeledVector</a><span class='angle_bracket'>></span>, <a href="../../../../../../org/apache/ignite/ml/preprocessing/Preprocessor.html" title="interface in org.apache.ignite.ml.preprocessing">Preprocessor</a><span class='angle_bracket'><</span>K,V<span class='angle_bracket'>></span></dd> |
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| <pre>public final class <span class="typeNameLabel">BinarizationPreprocessor<span class='angle_bracket'><</span>K,V<span class='angle_bracket'>></span></span> |
| extends <a href="https://docs.oracle.com/javase/8/docs/api/java/lang/Object.html?is-external=true" title="class or interface in java.lang">Object</a> |
| implements <a href="../../../../../../org/apache/ignite/ml/preprocessing/Preprocessor.html" title="interface in org.apache.ignite.ml.preprocessing">Preprocessor</a><span class='angle_bracket'><</span>K,V<span class='angle_bracket'>></span>, <a href="../../../../../../org/apache/ignite/ml/environment/deploy/DeployableObject.html" title="interface in org.apache.ignite.ml.environment.deploy">DeployableObject</a></pre> |
| <div class="block">Preprocessing function that makes binarization. |
| |
| Feature values greater than the threshold are binarized to 1.0; |
| values equal to or less than the threshold are binarized to 0.0.</div> |
| <dl> |
| <dt><span class="seeLabel">See Also:</span></dt> |
| <dd><a href="../../../../../../serialized-form.html#org.apache.ignite.ml.preprocessing.binarization.BinarizationPreprocessor">Serialized Form</a></dd> |
| </dl> |
| </li> |
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| <caption><span>Constructors</span><span class="tabEnd"> </span></caption> |
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| <th class="colOne" scope="col">Constructor and Description</th> |
| </tr> |
| <tr class="altColor"> |
| <td class="colOne"><code><span class="memberNameLink"><a href="../../../../../../org/apache/ignite/ml/preprocessing/binarization/BinarizationPreprocessor.html#BinarizationPreprocessor-double-org.apache.ignite.ml.preprocessing.Preprocessor-">BinarizationPreprocessor</a></span>(double threshold, |
| <a href="../../../../../../org/apache/ignite/ml/preprocessing/Preprocessor.html" title="interface in org.apache.ignite.ml.preprocessing">Preprocessor</a><span class='angle_bracket'><</span><a href="../../../../../../org/apache/ignite/ml/preprocessing/binarization/BinarizationPreprocessor.html" title="type parameter in BinarizationPreprocessor">K</a>,<a href="../../../../../../org/apache/ignite/ml/preprocessing/binarization/BinarizationPreprocessor.html" title="type parameter in BinarizationPreprocessor">V</a><span class='angle_bracket'>></span> basePreprocessor)</code> |
| <div class="block">Constructs a new instance of Binarization preprocessor.</div> |
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| <th class="colFirst" scope="col">Modifier and Type</th> |
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| <td class="colFirst"><code><a href="../../../../../../org/apache/ignite/ml/structures/LabeledVector.html" title="class in org.apache.ignite.ml.structures">LabeledVector</a></code></td> |
| <td class="colLast"><code><span class="memberNameLink"><a href="../../../../../../org/apache/ignite/ml/preprocessing/binarization/BinarizationPreprocessor.html#apply-K-V-">apply</a></span>(<a href="../../../../../../org/apache/ignite/ml/preprocessing/binarization/BinarizationPreprocessor.html" title="type parameter in BinarizationPreprocessor">K</a> k, |
| <a href="../../../../../../org/apache/ignite/ml/preprocessing/binarization/BinarizationPreprocessor.html" title="type parameter in BinarizationPreprocessor">V</a> v)</code> |
| <div class="block">Applies this preprocessor.</div> |
| </td> |
| </tr> |
| <tr id="i1" class="rowColor"> |
| <td class="colFirst"><code><a href="https://docs.oracle.com/javase/8/docs/api/java/util/List.html?is-external=true" title="class or interface in java.util">List</a><span class='angle_bracket'><</span><a href="https://docs.oracle.com/javase/8/docs/api/java/lang/Object.html?is-external=true" title="class or interface in java.lang">Object</a><span class='angle_bracket'>></span></code></td> |
| <td class="colLast"><code><span class="memberNameLink"><a href="../../../../../../org/apache/ignite/ml/preprocessing/binarization/BinarizationPreprocessor.html#getDependencies--">getDependencies</a></span>()</code> |
| <div class="block">Returns dependencies of this object that can be object with class defined by client side and unknown for server.</div> |
| </td> |
| </tr> |
| <tr id="i2" class="altColor"> |
| <td class="colFirst"><code>double</code></td> |
| <td class="colLast"><code><span class="memberNameLink"><a href="../../../../../../org/apache/ignite/ml/preprocessing/binarization/BinarizationPreprocessor.html#getThreshold--">getThreshold</a></span>()</code> |
| <div class="block">Get the threshold parameter.</div> |
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| <h3>Methods inherited from interface org.apache.ignite.ml.preprocessing.<a href="../../../../../../org/apache/ignite/ml/preprocessing/Preprocessor.html" title="interface in org.apache.ignite.ml.preprocessing">Preprocessor</a></h3> |
| <code><a href="../../../../../../org/apache/ignite/ml/preprocessing/Preprocessor.html#map-org.apache.ignite.ml.math.functions.IgniteFunction-">map</a></code></li> |
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| <h4>BinarizationPreprocessor</h4> |
| <pre>public BinarizationPreprocessor(double threshold, |
| <a href="../../../../../../org/apache/ignite/ml/preprocessing/Preprocessor.html" title="interface in org.apache.ignite.ml.preprocessing">Preprocessor</a><span class='angle_bracket'><</span><a href="../../../../../../org/apache/ignite/ml/preprocessing/binarization/BinarizationPreprocessor.html" title="type parameter in BinarizationPreprocessor">K</a>,<a href="../../../../../../org/apache/ignite/ml/preprocessing/binarization/BinarizationPreprocessor.html" title="type parameter in BinarizationPreprocessor">V</a><span class='angle_bracket'>></span> basePreprocessor)</pre> |
| <div class="block">Constructs a new instance of Binarization preprocessor.</div> |
| <dl> |
| <dt><span class="paramLabel">Parameters:</span></dt> |
| <dd><code>threshold</code> - Threshold value.</dd> |
| <dd><code>basePreprocessor</code> - Base preprocessor.</dd> |
| </dl> |
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| <h3>Method Detail</h3> |
| <a name="apply-java.lang.Object-java.lang.Object-"> |
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| </a><a name="apply-K-V-"> |
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| </a> |
| <ul class="blockList"> |
| <li class="blockList"> |
| <h4>apply</h4> |
| <pre>public <a href="../../../../../../org/apache/ignite/ml/structures/LabeledVector.html" title="class in org.apache.ignite.ml.structures">LabeledVector</a> apply(<a href="../../../../../../org/apache/ignite/ml/preprocessing/binarization/BinarizationPreprocessor.html" title="type parameter in BinarizationPreprocessor">K</a> k, |
| <a href="../../../../../../org/apache/ignite/ml/preprocessing/binarization/BinarizationPreprocessor.html" title="type parameter in BinarizationPreprocessor">V</a> v)</pre> |
| <div class="block">Applies this preprocessor.</div> |
| <dl> |
| <dt><span class="overrideSpecifyLabel">Specified by:</span></dt> |
| <dd><code><a href="https://docs.oracle.com/javase/8/docs/api/java/util/function/BiFunction.html?is-external=true#apply-T-U-" title="class or interface in java.util.function">apply</a></code> in interface <code><a href="https://docs.oracle.com/javase/8/docs/api/java/util/function/BiFunction.html?is-external=true" title="class or interface in java.util.function">BiFunction</a><span class='angle_bracket'><</span><a href="../../../../../../org/apache/ignite/ml/preprocessing/binarization/BinarizationPreprocessor.html" title="type parameter in BinarizationPreprocessor">K</a>,<a href="../../../../../../org/apache/ignite/ml/preprocessing/binarization/BinarizationPreprocessor.html" title="type parameter in BinarizationPreprocessor">V</a>,<a href="../../../../../../org/apache/ignite/ml/structures/LabeledVector.html" title="class in org.apache.ignite.ml.structures">LabeledVector</a><span class='angle_bracket'>></span></code></dd> |
| <dt><span class="paramLabel">Parameters:</span></dt> |
| <dd><code>k</code> - Key.</dd> |
| <dd><code>v</code> - Value.</dd> |
| <dt><span class="returnLabel">Returns:</span></dt> |
| <dd>Preprocessed row.</dd> |
| </dl> |
| </li> |
| </ul> |
| <a name="getThreshold--"> |
| <!-- --> |
| </a> |
| <ul class="blockList"> |
| <li class="blockList"> |
| <h4>getThreshold</h4> |
| <pre>public double getThreshold()</pre> |
| <div class="block">Get the threshold parameter.</div> |
| </li> |
| </ul> |
| <a name="getDependencies--"> |
| <!-- --> |
| </a> |
| <ul class="blockListLast"> |
| <li class="blockList"> |
| <h4>getDependencies</h4> |
| <pre>public <a href="https://docs.oracle.com/javase/8/docs/api/java/util/List.html?is-external=true" title="class or interface in java.util">List</a><span class='angle_bracket'><</span><a href="https://docs.oracle.com/javase/8/docs/api/java/lang/Object.html?is-external=true" title="class or interface in java.lang">Object</a><span class='angle_bracket'>></span> getDependencies()</pre> |
| <div class="block">Returns dependencies of this object that can be object with class defined by client side and unknown for server.</div> |
| <dl> |
| <dt><span class="overrideSpecifyLabel">Specified by:</span></dt> |
| <dd><code><a href="../../../../../../org/apache/ignite/ml/environment/deploy/DeployableObject.html#getDependencies--">getDependencies</a></code> in interface <code><a href="../../../../../../org/apache/ignite/ml/environment/deploy/DeployableObject.html" title="interface in org.apache.ignite.ml.environment.deploy">DeployableObject</a></code></dd> |
| </dl> |
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